Acerca de este Curso

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Resultados profesionales del estudiante

15%

comenzó una nueva carrera después de completar estos cursos

14%

consiguió un beneficio tangible en su carrera profesional gracias a este curso
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Obtén un certificado al finalizar
100 % en línea
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Fechas límite flexibles
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Aprox. 27 horas para completar
Inglés (English)

Habilidades que obtendrás

Clinical ResearchStatisticsStatistical AnalysisStatistical Hypothesis Testing

Resultados profesionales del estudiante

15%

comenzó una nueva carrera después de completar estos cursos

14%

consiguió un beneficio tangible en su carrera profesional gracias a este curso
Certificado para compartir
Obtén un certificado al finalizar
100 % en línea
Comienza de inmediato y aprende a tu propio ritmo.
Fechas límite flexibles
Restablece las fechas límite en función de tus horarios.
Aprox. 27 horas para completar
Inglés (English)

Instructor

ofrecido por

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Universidad de Ciudad del Cabo

Programa - Qué aprenderás en este curso

Calificación del contenidoThumbs Up98%(26,537 calificaciones)Info
Semana
1

Semana 1

5 horas para completar

Getting things started by defining study types

5 horas para completar
11 videos (Total 45 minutos), 11 lecturas, 2 cuestionarios
11 videos
About the course2m
Observing and intervening: Observational & experimental studies3m
Observing and describing: Case series studies3m
Comparing groups: Case-control studies3m
Collecting data at one point in time: Cross-sectional studies3m
Studying a group with common traits: Cohort studies4m
Let's intervene: Experimental studies6m
Working with existing research: Meta-analysis and Systematic Review4m
Doing a literature search: Part 14m
Doing a literature search: Part 26m
11 lecturas
How this course works5m
Pre-course survey5m
Study types10m
Key notes: Observational and experimental studies10m
Key notes: Case series studies10m
Key notes: Case-control studies10m
Key notes: Cross-sectional studies10m
Key notes: Cohort studies10m
Key notes: Experimental studies10m
Key notes: Meta-analysis and systematic review10m
Peer review introduction10m
1 ejercicio de práctica
Test your knowledge: Study types30m
Semana
2

Semana 2

6 horas para completar

Describing your data

6 horas para completar
15 videos (Total 64 minutos), 12 lecturas, 5 cuestionarios
15 videos
Some key concepts: Definitions4m
Data types1m
Arbitary classification: Nominal categorical data1m
Natural ordering of attributes: Ordinal categorical data2m
Measurements and numbers: Numerical data types3m
How to tell the difference: Discrete and continuous variables3m
Introduction1m
Measures of central tendency5m
Measures of dispersion6m
(Optional) Setting up spreadsheets to do your own analysis3m
(Optional) Descriptive statistics using spreadsheets9m
Making inferences: Sampling5m
Types of sampling3m
Case study 19m
12 lecturas
Key notes: Definitions10m
Key notes: Data types10m
Key notes: Nominal categorical data10m
Key notes: Ordinal categorical data10m
Key notes: Numerical data types10m
Key notes: Discrete and continuous variables10m
Key notes: Describing the data10m
Key notes: Measures of central tendency10m
Key notes: Measures of dispersion10m
Visual representation of data10m
Key notes: Sampling10m
Key notes: Types of sampling10m
4 ejercicios de práctica
Test your knowledge: Data types30m
Test your knowledge: Measures of central tendency and dispersion30m
Test your knowledge: Sampling30m
Week 2 Graded Quiz30m
Semana
3

Semana 3

5 horas para completar

Building an intuitive understanding of statistical analysis

5 horas para completar
14 videos (Total 78 minutos), 12 lecturas, 4 cuestionarios
14 videos
Working out the probability: Rolling dice5m
Area under the curve: Continuous data types4m
Introduction to the central limit theorem: The heart of probability theory1m
Asymmetry and peakedness: Skewness and Kurtosis4m
Learning from the lotto: Combinations4m
Approximating a bell-shaped curve: The central limit theorem4m
Patterns in the data: Distributions2m
The bell-shaped curve: Normal distribution3m
Plotting a sample statistic: Sampling distribution7m
Standard normal distribution: Z distribution9m
Estimating population parameters: t-distribution3m
(Optional) Generating random data point values using spreadsheet software6m
Case study 217m
12 lecturas
Key notes: P-values10m
Key notes: Rolling dice10m
Key notes: Continuous data types10m
Introduction to the central limit theorem10m
Key notes: Skewness and kurtosis10m
Key notes: Combinations10m
Key notes: Central limit theorem10m
Key notes: Distributions10m
Key notes: Normal distribution10m
Key notes: Sampling distribution10m
Key notes: Z-distribution10m
Key notes: The t-distibution10m
4 ejercicios de práctica
Test your knowledge: Probability30m
Test your knowledge: The central limit theorem30m
Test your knowledge: Distributions30m
Week 3 Graded Quiz30m
Semana
4

Semana 4

4 horas para completar

The important first steps: Hypothesis testing and confidence levels

4 horas para completar
8 videos (Total 33 minutos), 6 lecturas, 3 cuestionarios
8 videos
Testing assumptions: Null and alternative hypothesis3m
Is there a difference?: Alternative Hypothesis4m
Type I and II: Hypothesis testing errors3m
Introduction to confidence intervals3m
How confident are you?: Confidence levels3m
Interval estimation: Confidence intervals3m
(Optional) Calculating confidence intervals using spreadsheet software10m
6 lecturas
Key notes: Null and alternative hypothesis10m
Key notes: Alternative hypothesis10m
Key notes: Hypothesis errors10m
Key notes: Introduction to confidence intervals10m
Key notes: Confidence levels10m
Key notes: Confidence intervals10m
2 ejercicios de práctica
Testing your knowledge: Hypothesis30m
Test your knowledge: Confidence intervals30m

Reseñas

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